add embedding sae parameters

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+embedding/width_4k filter=lfs diff=lfs merge=lfs -text
+embedding/width_4k/*.npz filter=lfs diff=lfs merge=lfs -text

README.md

@@ -16,6 +16,7 @@ See our [landing page](https://huggingface.co/google/gemma-scope) for details on
 - `gemma-scope-`: See 1.
 - `2b-pt-`: These SAEs were trained on Gemma v2 2B base model.
 - `res`: These SAEs were trained on the model's residual stream.
+- We include experimental SAEs trained on token embeddings in the ./embedding folder. 
 
 
 # 3. Which SAE is in the [Neuronpedia demo](https://www.neuronpedia.org/gemma-scope)?
@@ -37,4 +38,4 @@ https://huggingface.co/ArthurConmyGDM
 
 # Citation
 
-Paper: https://arxiv.org/abs/2408.05147
+Paper: https://arxiv.org/abs/2408.05147

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